You find out what is being said
The work starts by asking the assistants about your category and recording the answer, so the gap is measured rather than assumed.
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We observe selected AI answers and their sources, then identify clearer presentation of verified services, locations and company facts.
A few clients we’ve worked with




















We observe selected AI answers and their sources, then identify clearer presentation of verified services, locations and company facts.
Generated descriptions may confuse an area served with an office location.
Changing answers need a consistent observation method to be compared meaningfully.
Buyers now ask an assistant before they ask a search engine. If the answer does not include you, the shortlist is set before you knew it existed.
The work starts by asking the assistants about your category and recording the answer, so the gap is measured rather than assumed.
Making claims, entities and evidence legible is what lets a model quote you instead of a competitor’s comparison page.
Part of being described correctly depends on sources you do not own, and that work is scoped explicitly.
The scope follows the property business’s actual services and verified information. Availability, pricing and property claims need approval from the responsible team.
Record prompts, systems, dates and cited sources.
Improve source presentation for actual offerings and locations.
Compare later answers without assuming a stable ranking.
“They focused on how to make our daily operations easier, not just on building features for the sake of it.”
“They understood that the app needed to be practical for someone sitting in a car, not just look good on a desktop.”
The agreed engagement includes the relevant outputs below.
A dated citation baseline.
Evidence recommendations.
An observation comparison.
Explore the wider scope behind the website.
Connect search research, technical improvements, page structure, and content planning with your business priorities.
Keep ongoing updates, backups, functional checks, technical support, and website improvements organized.
Measure loading bottlenecks and implement targeted improvements with comparable verification.
Test critical journeys, responsive layouts, content, and integrations with reproducible bug reports.
Explore the scope, deliverables and process for each part of the website.
Our process
Log the agreed prompts and their responses and citations.
[ 01 ]Check claims against approved company and location records and identify clearer website evidence.
[ 02 ]Report later observations with dates and separate model variation from website changes.
[ 03 ]No account layer between you and them. These are the Norml specialists this work runs through.

“I've spent 10 years working across development and marketing. I started as a developer, but design, SEO and advertising were already part of the job. That taught me to treat a website as one system: the business, the content, the design and the code have to work together. At Norml, I lead the architecture behind our work and stay involved wherever strategy, design, development and search meet.”
Max TymoshynFounder & Architect
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